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Paper Citation Record · LEDGER

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale

As of 14 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 0 inbound Pith citation observations for arXiv:2608.10920.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.10920 v1

Coverage vector

measured 97 of 97 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:16:58.567582Z

measured 97 of 97 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

97 of 97 outbound references displayed

  • verified exact1
  • verified fuzzy66
  • unresolved29
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 828bbd47-314e-40e5-865f-ab289ed63cdf · outbound

This paper cites How malicious AI swarms can threaten democracy,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale How malicious AI swarms can threaten democracy,

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.049104Z digest=sha256:5740e7c02bd63f836c134a6d97d17d66c236d21f3285e5bfafe733e4bab86fe2

Observation ea9b7716-261f-4c1a-9075-6e796a58d0c8 · outbound

This paper cites AI Propaganda factories with language models.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale AI Propaganda factories with language models

Reference 2

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source=pdf_text observed=2026-08-12T14:16:58.054242Z digest=sha256:60e3bf299d9cf4a109975c905763eafb7b9d0f359d5956bbef5e23006f044b53

Observation 72d7ffad-2263-494c-ba23-78dab54cf1ed · outbound

This paper cites Emergent coordinated behaviors in networked LLM agents: Modeling the strategic dynamics of information operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Emergent coordinated behaviors in networked LLM agents: Modeling the strategic dynamics of information operations,

Reference 3

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source=pdf_text observed=2026-08-12T14:16:58.059121Z digest=sha256:7a32ea2a94c53c6593e166278b6a5fe304ade6720a805a461d716d9736fee646

Observation 18131ef7-26ab-4f0d-bd96-734b21f83676 · outbound

This paper cites OASIS: Open Agent Social Interaction Simulations with One Million Agents.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale OASIS: Open Agent Social Interaction Simulations with One Million Agents

Reference 4

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source=pdf_text observed=2026-08-12T14:16:58.063043Z digest=sha256:359ec77cf0563f6c067ebfd065d5422d5ac721e38a19f18e8c1e82c4028adf61

Observation 33cd8888-0c35-432b-8063-17a623046e1f · outbound

This paper cites Generative agents: Interactive simulacra of human behavior,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Generative agents: Interactive simulacra of human behavior,

Reference 5

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T14:16:58.067043Z digest=sha256:56648e11640dd3e6b3abd7b197e2497bfe5c605a021ee66115c609d0034ef0a0

Observation 1d70ec80-98ef-47d1-ab47-82dc06b316ef · outbound

This paper cites GenSim: A general social simulation platform with large language model based agents,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale GenSim: A general social simulation platform with large language model based agents,

Reference 6

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no resolver link, observed 2026-08-12T14:16:58.072529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.072529Z digest=sha256:da2a1a2d22b56372cdb3563db4b79c39132780b0c2e2b658383c5517373ee13b

Observation 7dede6d9-1999-4481-9d8c-c8bcf83e226e · outbound

This paper cites Large language models empowered agent-based modeling and simulation: A survey and perspectives,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Large language models empowered agent-based modeling and simulation: A survey and perspectives,

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.077633Z digest=sha256:0065a9fbbaab3e586b890e89512afafcf9177fdee21a80e8796b8213b325eff9

Observation 19a317b9-fb1c-499d-b52d-b639166c51fc · outbound

This paper cites Out of one, many: Using language models to simulate human samples,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Out of one, many: Using language models to simulate human samples,

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.081543Z digest=sha256:6e69dac80fa57e8eef02f479793e4e8c3460f24214f94b8498bb4620e5142dcc

Observation e676095f-6048-480f-8096-f626e78c1976 · outbound

This paper cites Using large language models to simulate multiple humans and replicate human subject studies,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Using large language models to simulate multiple humans and replicate human subject studies,

Reference 9

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source=pdf_text observed=2026-08-12T14:16:58.085754Z digest=sha256:75bd733546ed47a1eab307af8f880fad1b988bde9bef9ddcb054f4687cb33dea

Observation f8450dcf-9d67-4aad-a6e0-26fed88d2648 · outbound

This paper cites Simulating opinion dynamics with networks of LLM-based agents,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Simulating opinion dynamics with networks of LLM-based agents,

Reference 10

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no resolver link, observed 2026-08-12T14:16:58.089976Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.089976Z digest=sha256:dddfe5ae9570e045edda97921c08833fb4f1eb086c35f89831013e553d276c35

Observation bb2dd5ab-de23-452a-9516-05239b83960a · outbound

This paper cites Puppets or partners? Governing cyborg propaganda in the digital public square.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Puppets or partners? Governing cyborg propaganda in the digital public square

Reference 11

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verified exact
local_arxiv, observed 2026-08-12T14:16:58.721489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.093936Z digest=sha256:17eced8f66ae8b857a9d943846a4c515b9687033683321ef16448a3bd5920f78

Observation 5856d75b-d817-4f35-8d52-d8eca8d73963 · outbound

This paper cites AI and the future of disinformation campaigns: Part 1: The RICHDATA framework,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale AI and the future of disinformation campaigns: Part 1: The RICHDATA framework,

Reference 12

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source=pdf_text observed=2026-08-12T14:16:58.098010Z digest=sha256:3e89dfa2e8ba05baa0e3b8c7aeb87aff2ad81749ad054e80ccb818e97618d895

Observation 9513140d-3c9f-4464-a481-986395ba4310 · outbound

This paper cites Phase-based tactical analysis of online operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Phase-based tactical analysis of online operations,

Reference 13

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source=pdf_text observed=2026-08-12T14:16:58.101441Z digest=sha256:fdbc22f7aae02226b646fdbf4fca2894266e198e0e8c9c88cf7e40bbcf4a18d5

Observation 0fcda889-dbb3-42c2-a67d-a275be816ca8 · outbound

This paper cites DISARM framework,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale DISARM framework,

Reference 14

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no resolver link, observed 2026-08-12T14:16:58.104887Z

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source=pdf_text observed=2026-08-12T14:16:58.104887Z digest=sha256:01986cd686eb0e21bded54dcbc4392619c7f08486730d1db6843841f7db6d27a

Observation b1669cef-2c81-45f2-85d1-d86f23defc45 · outbound

This paper cites Joint publication 3-13.2: Military information support operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Joint publication 3-13.2: Military information support operations,

Reference 15

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source=pdf_text observed=2026-08-12T14:16:58.108720Z digest=sha256:662db8d6f33d49a7e04bbc561cd46cec59d6fb3297c32bbfb15b046919894c0e

Observation 9878080b-91b7-4025-aa24-3d9a390a2d63 · outbound

This paper cites Microsoft digital defense report 2022: Cyber influence operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Microsoft digital defense report 2022: Cyber influence operations,

Reference 16

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source=pdf_text observed=2026-08-12T14:16:58.112407Z digest=sha256:cf3cdfec8350d3b283ff974cfc358e552f3020471d12667c410256102bdfb3e6

Observation fa0f1fe1-8483-4c37-81e4-0fc3e6a7136d · outbound

This paper cites The rise of social bots,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The rise of social bots,

Reference 17

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no resolver link, observed 2026-08-12T14:16:58.115799Z

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source=pdf_text observed=2026-08-12T14:16:58.115799Z digest=sha256:dab35f7d3354b6ddec2b8c41945c10b9236e5515c04c66a9ad32ddc7045115ac

Observation c525ea33-5a40-4ede-9acf-16d25152eec1 · outbound

This paper cites Uncovering coordinated networks on social media: Methods and case studies,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Uncovering coordinated networks on social media: Methods and case studies,

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.119194Z digest=sha256:f7def411a7d4092fd00319cbebaabefea60cdc080443a88f5e93d796aa9db9cb

Observation adaaa0a8-2dfb-4bb7-8ec9-a76ac599c0e5 · outbound

This paper cites Temporal dynamics of coordinated online behavior: Stability, archetypes, and influence,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Temporal dynamics of coordinated online behavior: Stability, archetypes, and influence,

Reference 19

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no resolver link, observed 2026-08-12T14:16:58.122839Z

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source=pdf_text observed=2026-08-12T14:16:58.122839Z digest=sha256:59e41f0a79256ae1fb905345828ca7a30c57851f9aa62f5adaaaf031b3c3bf9e

Observation f5c25e35-53dd-4b92-81a8-d286c06d0445 · outbound

This paper cites Exposing secondary infektion,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Exposing secondary infektion,

Reference 21

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source=pdf_text observed=2026-08-12T14:16:58.134120Z digest=sha256:5a0985dafd4521993b9be4b4ca1d56bb1d7f27f320828e8cc61358ef0d12b36c

Observation 2b0ba600-31d7-4964-a378-cc545d3d0071 · outbound

This paper cites Information laundering in the nordic-baltic region,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Information laundering in the nordic-baltic region,

Reference 22

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source=pdf_text observed=2026-08-12T14:16:58.140045Z digest=sha256:9628a5686a8929b272c052c19eaa6e01c92dbbd146c414df06581ecac8467faf

Observation ab423246-47cd-4726-bf76-ee4fc3861e4c · outbound

This paper cites Adding a “d.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Adding a “d

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.910641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.144629Z digest=sha256:f2c4866ed9e4aac1ee5050408ae1fab06ac9097e851a6cad488f8a6578faae8e

Observation dbcde041-2d8d-4e03-9176-e500f20a488b · outbound

This paper cites Red teaming language models with language models,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Red teaming language models with language models,

Reference 24

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raw_fallback, observed 2026-08-12T14:16:59.897387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.150532Z digest=sha256:d28d4c3497e74d24b48798c13e3dde854e0df0d486df1454288bc8c2ab1faf06

Observation 87719a78-14c2-4360-8f90-71c9979444b8 · outbound

This paper cites Cyber ranges and security testbeds: Scenarios, functions, tools and architecture,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Cyber ranges and security testbeds: Scenarios, functions, tools and architecture,

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.154504Z digest=sha256:b5a6342d6c08782293bbc25070f92307f15d4b5a3233d0ee13fb0833bbbe0275

Observation dabdf211-6579-402a-ad34-a458a4a4cf86 · outbound

This paper cites The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation

Reference 26

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source=pdf_text observed=2026-08-12T14:16:58.158354Z digest=sha256:5ee7a50aef04f28e4356cc4f5322469e89fa7219c6be9cb4a9cb869d67c4f442

Observation 2720e1db-7616-4528-ae98-a73fac85915b · outbound

This paper cites Release Strategies and the Social Impacts of Language Models.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Release Strategies and the Social Impacts of Language Models

Reference 27

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no resolver link, observed 2026-08-12T14:16:58.162482Z

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source=pdf_text observed=2026-08-12T14:16:58.162482Z digest=sha256:e5c04a4d0874ead29f3957b24f90a87a7569ce992b2d45b3b2fc1583a2040d30

Observation 32c55170-e308-4df1-9f35-f5b723a4375a · outbound

This paper cites The diamond model for influence operations analysis,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The diamond model for influence operations analysis,

Reference 28

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raw_fallback, observed 2026-08-12T14:16:59.871588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.167435Z digest=sha256:71e44ed3c1579b342766059a1708bf75ab57857a4330cf0ff1253baf96c1528f

Observation d1b673a7-a296-452e-b835-c63d195ab092 · outbound

This paper cites Allied joint doctrine for information operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Allied joint doctrine for information operations,

Reference 29

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raw_fallback, observed 2026-08-12T14:16:59.859700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.171722Z digest=sha256:fc6277581e35dc61342fce0af71c062381a595c4b699d25007a57672fb06047b

Observation f07c1875-0a4a-4c34-8112-de8ab14e49ad · outbound

This paper cites Adversarial misuse of generative AI,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Adversarial misuse of generative AI,

Reference 30

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raw_fallback, observed 2026-08-12T14:16:59.846062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.176226Z digest=sha256:ed79aa739d775cf036f1ae0340918e30650972c85ea13114a6e84e71dfa6b691

Observation e6824682-369e-4d31-8af3-6a5aef1a44ab · outbound

This paper cites an unresolved cited work.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-12T14:16:59.826425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.181377Z digest=sha256:5fa111d81914a388dd2b863714c1b1692bb8a01a55be302e92cab757221da752

Observation 609c7d0b-959c-497e-a2cf-0c19bcec7029 · outbound

This paper cites Information disorder: Toward an interdisciplinary framework for research and policy making,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Information disorder: Toward an interdisciplinary framework for research and policy making,

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.809177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.187839Z digest=sha256:4525c7e494c9d6e7f0211d74bae89a8c99fd2cd2585d35dfe2ee72b66ce93809

Observation 1f08e281-9987-4137-89ac-1ad214c4d554 · outbound

This paper cites Political communication, computational propaganda, and autonomous agents: Introduction,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Political communication, computational propaganda, and autonomous agents: Introduction,

Reference 33

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raw_fallback, observed 2026-08-12T14:16:59.795084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.193968Z digest=sha256:f305bbc9f8d8c7c01756feeea636a2b765819c066da0307ef5f1e1936f5dc593

Observation 8772cf19-8c16-4a5e-9c9a-a1045c2af4bb · outbound

This paper cites The global disinformation order: 2019 global inventory of organised social media manipulation,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The global disinformation order: 2019 global inventory of organised social media manipulation,

Reference 34

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raw_fallback, observed 2026-08-12T14:16:59.781440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.199277Z digest=sha256:311b9af8af7b5a5a4cafaadf17934f6b8aa0c29f60ac2981e7a3c3711c470feb

Observation 2bf322f1-6d95-45b6-8fe7-eca33b55a24b · outbound

This paper cites Computational experiments for complex social systems-part i: The customization of computational model,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Computational experiments for complex social systems-part i: The customization of computational model,

Reference 35

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raw_fallback, observed 2026-08-12T14:16:59.766752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.204550Z digest=sha256:395876b448e1217b7ca3e3ab23314ab4331e8fb7e4b752bdf91c56cbcc7797fc

Observation bba2ef3d-93b8-4f84-9189-b02ceca34470 · outbound

This paper cites A standard protocol for describing individual-based and agent-based models,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale A standard protocol for describing individual-based and agent-based models,

Reference 36

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raw_fallback, observed 2026-08-12T14:16:59.752411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.208282Z digest=sha256:1cc41485ef933ca0e2e0b35466bc312fc6c3653de0e218e00fcd3c2df6224413

Observation 37c6125e-82c2-43f2-bdff-97b19670445c · outbound

This paper cites Verification and validation of simulation models,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Verification and validation of simulation models,

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.212666Z digest=sha256:390c4055362e078e53689a72e9d8b75d0780c3b978c36f24267f87d0728080d7

Observation a9af4920-f118-424b-94d6-ecb574909bf7 · outbound

This paper cites Exposure to ideologically diverse news and opinion on facebook,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Exposure to ideologically diverse news and opinion on facebook,

Reference 38

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.216662Z digest=sha256:10d69834ad14cbc7ee7b40133338e0d5d390815f72193edb35ec3d8bf512fc46

Observation 71d76a85-404e-4c32-88b0-53561f6dbd29 · outbound

This paper cites Exposure to the russian internet research agency foreign influence campaign on twitter in the 2016 US election and its relationship to attitudes and voting behavior,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Exposure to the russian internet research agency foreign influence campaign on twitter in the 2016 US election and its relationship to attitudes and voting behavior,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.723130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.220987Z digest=sha256:4f4f2a140ab8804516cf7627c0fc293ba9b2d69e84a920a89b948e8872da8a68

Observation a2710221-eb2c-4463-90e8-9a26aaab9140 · outbound

This paper cites G-eval: NLG evaluation using GPT-4 with better human alignment,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale G-eval: NLG evaluation using GPT-4 with better human alignment,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.709644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.225726Z digest=sha256:e222bfb43154a7e18e569d5d56fb42409ec119235c10aa77d899f667afe4beea

Observation b4558d78-0272-4c9a-8039-d9e3d012204f · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.230721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.230721Z digest=sha256:4176b9ebdd2b9f5403504819cb0232f1b80e595b23ff16985419b371e2bab172

Observation fc69bc26-e173-4e30-8509-89757958c49c · outbound

This paper cites Threat report: The state of influence operations 2017-2020,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Threat report: The state of influence operations 2017-2020,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.692863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.235965Z digest=sha256:be28aec15d607fbae9c1664798f0e295d019de682fb1d7c92ad5e7fb7de31979

Observation db091f00-3017-412e-963a-dc327fc41186 · outbound

This paper cites Reports on foreign information manipulation and interference threats,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Reports on foreign information manipulation and interference threats,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.674850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.240114Z digest=sha256:7355ade17b2f542810e575a2fb2653e1af5cb31e488e52f7b6ccc076338b76ff

Observation f43b6763-ab75-401d-9870-b11a11e9d188 · outbound

This paper cites Information integrity and countering foreign information manipulation and interference (FIMI),.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Information integrity and countering foreign information manipulation and interference (FIMI),

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.657291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.244661Z digest=sha256:2fb7ad82c2dfe6d6326ad484cea50acb052ee45e42d9a87a582583d049a3fe78

Observation d07e2817-a1c0-40b0-bf9e-5a5cbf076657 · outbound

This paper cites New efforts to disrupt DRAGONBRIDGE spam activity,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale New efforts to disrupt DRAGONBRIDGE spam activity,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.635852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.250941Z digest=sha256:5d68667329d24489804e1dd100fd9e060f01be199c43a7f13fa27bda7836b29a

Observation 79b17215-aff0-47eb-8a73-49250083fad2 · outbound

This paper cites Seeing through a GLASSBRIDGE: Understanding the digital marketing ecosystem spreading pro-PRC influence operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Seeing through a GLASSBRIDGE: Understanding the digital marketing ecosystem spreading pro-PRC influence operations,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.608599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.261221Z digest=sha256:3ae573758b905b0770ee8726b173a2e06158d18d7b845aaa4e7d626973575461

Observation e79b2882-8b8f-4ba7-a0c5-4106a9609ac0 · outbound

This paper cites Available: https://blog.google/threat-analysis-group/google-disrupted-drago nbridge-activity-q1-2024/.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Available: https://blog.google/threat-analysis-group/google-disrupted-drago nbridge-activity-q1-2024/

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.621252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.257185Z digest=sha256:f929fbc073027a00b1b39536456e0853dc4bf09ea7849d8b4998655a466bc4a4

Observation d1865121-4bb9-46c0-a9db-c56462c36ff7 · outbound

This paper cites Justice department leads efforts to disrupt covert russian government-operated social media bot farm,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Justice department leads efforts to disrupt covert russian government-operated social media bot farm,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.576680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.272689Z digest=sha256:6e092fc2980c6259c45825d05a2df76be651906b85d802524e2a1845d06dbfb1

Observation b36f8c83-bbc4-4f6e-83f1-49c855cc81a8 · outbound

This paper cites Ghostwriter update: Cyber espionage group UNC1151 likely conducts ghostwriter influence activity,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Ghostwriter update: Cyber espionage group UNC1151 likely conducts ghostwriter influence activity,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.594041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.268830Z digest=sha256:4d79478d2621bd705f855e3e96d8ff37c3543bdd90ddeeec5fed3007f99558dd

Observation fb862626-4746-4851-b1e1-bc74ae714661 · outbound

This paper cites Master of puppets: Uncovering the DoppelG¨ anger pro-russian influence campaign,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Master of puppets: Uncovering the DoppelG¨ anger pro-russian influence campaign,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.544968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.283978Z digest=sha256:28b0b77c12d0d666cfd6774c6a0123ae1769971eae057225f1fb46f513ce6b0d

Observation 5ff523bb-540c-4016-8edf-a89ebd8be341 · outbound

This paper cites Justice department disrupts covert russian government-sponsored foreign malign influence operation targeting audiences in the united states and elsewhere,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Justice department disrupts covert russian government-sponsored foreign malign influence operation targeting audiences in the united states and elsewhere,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.561445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.279693Z digest=sha256:599d5ccfdcbe52efefda6f46f9a6039771c2dc84be8cb8a5b5100606b3bea5b8

Observation d8122dee-883b-49e3-a770-6173c715fdbf · outbound

This paper cites The F AIR guiding principles for scientific data management and stewardship,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The F AIR guiding principles for scientific data management and stewardship,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.502067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.308248Z digest=sha256:ac188b574d923836023aa322ac21477b2de199f8321e7c5f69d1113a34f4d857

Observation 3982b9e1-685b-47e9-bbf5-7d770e3c62cc · outbound

This paper cites Available: https://blog.sekoia.io/master-of-puppets-uncovering-the-doppelg anger-pro-russian-influence-campaign/.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Available: https://blog.sekoia.io/master-of-puppets-uncovering-the-doppelg anger-pro-russian-influence-campaign/

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.531164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.288535Z digest=sha256:966ec236f9ea68b0d9145bb45885422017a8841a36331acb60dc608b3bfa1017

Observation 90c47905-68a3-4c83-ba52-528db3cb7719 · outbound

This paper cites National Academies Press, 2019.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale National Academies Press, 2019

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.518038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.296068Z digest=sha256:575228a8bb442bbed6a166f2f44fd9d48324573135c7b7ff7d370ed1a3a4cef0

Observation d2a35410-1544-4ae7-9b72-726aaafad755 · outbound

This paper cites Disinformation as collaborative work: Surfacing the participatory nature of strategic information operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Disinformation as collaborative work: Surfacing the participatory nature of strategic information operations,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.460846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.324384Z digest=sha256:42e84324f8e56d944c694f78369f8ceb18d26dc888fe534f59abd3f96b701be1

Observation 27d01481-1751-44e3-92d3-d8e3e131106f · outbound

This paper cites Benkler, R.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Benkler, R

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.488873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.312332Z digest=sha256:b3dc1bebddd186ed3f3dba641a00e1218c0a1eda8c49c62b320053739fc6258c

Observation 93c2fc69-7fa9-41fb-892b-af3d49fb4aa5 · outbound

This paper cites The russian “firehose of falsehood.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The russian “firehose of falsehood

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.476626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.319604Z digest=sha256:04b86b3879baeaa381e312d984fcf14e3c8e1ae6a54da5bd45cd7997ce925f78

Observation d6ffe252-ff69-426a-8a5b-ba93eed23166 · outbound

This paper cites Intelligence-driven computer network defense informed by analysis of adversary campaigns and intrusion kill chains,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Intelligence-driven computer network defense informed by analysis of adversary campaigns and intrusion kill chains,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.420317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.345110Z digest=sha256:ab588ee0fc7b4427d40a929e54f1cd53a483f8ceee06465df69d6d6f01c21e0b

Observation b48aa532-8a2d-4638-b7f7-310671dc3d99 · outbound

This paper cites Disinformation’s spread: Bots, trolls and all of us,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Disinformation’s spread: Bots, trolls and all of us,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.447930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.330979Z digest=sha256:1f7fae4b4d493d9f419c048cceabfb6997937bac31906a1ad3663d44655d6c0b

Observation 8eab375b-92e8-4f59-b3f2-f746e078043e · outbound

This paper cites The breakout scale: Measuring the impact of influence operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The breakout scale: Measuring the impact of influence operations,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.434838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.335567Z digest=sha256:24412343c23fccab1277a805f931eeadf39e8050bdc63198e3b09cd5354a48f0

Observation 6956875f-c69c-48a5-b84c-87f9af6f9809 · outbound

This paper cites The spread of true and false news online,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The spread of true and false news online,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.381463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.358203Z digest=sha256:5f78e0aaa9c9a35361bcf3b759b431c6eddaf5553b4fae68204fa5cb7b599787

Observation 2f3bae51-373d-498d-bb0b-9788d2ad83c2 · outbound

This paper cites Toward an information operations kill chain,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Toward an information operations kill chain,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.408737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.349303Z digest=sha256:1f8a3322d33073194d60aee1b5098caf040f6d1831ac5692d17309c8030ab3c0

Observation e21f5893-1eff-47c5-89ea-bc3939d1d6f8 · outbound

This paper cites The role of social networks in information diffusion,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The role of social networks in information diffusion,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.395477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.353175Z digest=sha256:6401fc8b1f4388f8348c5f86d191c3924e271ef418663e3d137ad162b3ad4284

Observation fb9afce9-aa6d-44a1-91c2-9a9ac883b3c6 · outbound

This paper cites The spread of behavior in an online social network experiment,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The spread of behavior in an online social network experiment,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.340515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.375588Z digest=sha256:4b81ee52bea61af486854bc0d75fef396cecde552f914ab7624e525aa723c3f0

Observation 7078f41b-7d24-4def-8849-89ea7b12109d · outbound

This paper cites Fake news on twitter during the 2016 U.S. presidential election,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Fake news on twitter during the 2016 U.S. presidential election,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.369637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.363643Z digest=sha256:a5f5ac6bd6c9ace7c6299e2cfee049641ac5b612a23dd679070dd8e3dd069bdb

Observation af64d269-dad2-4072-a2d9-0673cc81d3f7 · outbound

This paper cites A 61-million-person experiment in social influence and political mobilization,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale A 61-million-person experiment in social influence and political mobilization,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.356787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.370674Z digest=sha256:5841528bb466986acb9b81960c245dfeb90f52b97cff5f6227781bd54d5691b4

Observation 2e941a2d-4429-4af4-b5d8-fb6702f3060b · outbound

This paper cites Exposure to opposing views on social media can increase political polarization,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Exposure to opposing views on social media can increase political polarization,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.305361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.396589Z digest=sha256:0e87e09540ac15e2d52c301159b0b69eee5a88049ced69c544ed9cf30f769b02

Observation f6d5ad26-695c-492b-9d56-791454d9334d · outbound

This paper cites How do social media feed algorithms affect attitudes and behavior in an election campaign?.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale How do social media feed algorithms affect attitudes and behavior in an election campaign?

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.329812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.384474Z digest=sha256:b371e7e6dabc018b75c560f823f12871782d7b4dec640080291938d64050178f

Observation f042551d-b3b9-455c-a1c2-30a618accf01 · outbound

This paper cites Reshares on social media amplify political news but do not detectably affect beliefs or opinions,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Reshares on social media amplify political news but do not detectably affect beliefs or opinions,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.316477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.391813Z digest=sha256:10f8c84762df0380d5141420eca49f0f6b117c6721cf3d7875c911c860fef175

Observation 7703430a-b0ed-4803-b71b-a98d3c96d447 · outbound

This paper cites Beyond the headlines: On the efficacy and effectiveness of misinformation interventions,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Beyond the headlines: On the efficacy and effectiveness of misinformation interventions,

Reference 70

Resolution
malformed identifier
doi_truncated, observed 2026-08-12T14:16:58.616456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.412357Z digest=sha256:bd4966bab9321da7ef32c491a5b1dcd7ff1139b5fb38d991db3e8a09c97becd1

Observation 9a339398-0f4c-4e16-90ae-e349a37e952c · outbound

This paper cites Less than you think: Prevalence and predictors of fake news dissemination on facebook,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Less than you think: Prevalence and predictors of fake news dissemination on facebook,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.292733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.402204Z digest=sha256:c02b3da2c215b888bbfb93181a1d4a1d9ecf85d7cf87c321c97b26ca3b246e5b

Observation ad1c364f-9dfb-44fe-ac91-24876ec5b9eb · outbound

This paper cites Misinformation and its correction: Continued influence and successful debiasing,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Misinformation and its correction: Continued influence and successful debiasing,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.280496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.407375Z digest=sha256:57c80f9d90dea60f9348a82d8ec0efb7a60784cd2c1593bd6193b71d665ca9d0

Observation dd5ad118-9003-4a66-80b4-c8bba0079768 · outbound

This paper cites The truth about the truth: A meta-analytic review of the truth effect,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The truth about the truth: A meta-analytic review of the truth effect,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.238849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.426245Z digest=sha256:8c1255accd8fd3ad0c246e225a7f11dd9f8c334a6d38ecfad6f5b6ff2c3a1342

Observation 0a715be1-e2ff-4bf8-b050-7e423bdd19f4 · outbound

This paper cites The psychological drivers of misinformation belief and its resistance to correction,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The psychological drivers of misinformation belief and its resistance to correction,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.266920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.417790Z digest=sha256:28849cf6fe76e134a09aee87d630a7e10c8de43b2b39dff281ba9be0a7487de2

Observation 5500945c-aa70-4060-9628-e144969ca4ff · outbound

This paper cites The psychology of fake news,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The psychology of fake news,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.251967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.422017Z digest=sha256:d87c4e0ef86e44ed7d6625c57e019bdcdf3fb99c6d5531456d4968448a1be455

Observation bc4da07f-9d9e-422d-b27c-92d511d59e44 · outbound

This paper cites Frequency and the conference of referential validity,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Frequency and the conference of referential validity,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.202665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.448686Z digest=sha256:630de722a687d46ea986c5acd7a51bfa5d984205a53d306cff7862d3fac1d868

Observation f3b3e578-658d-4ffe-abcc-6627a518ed30 · outbound

This paper cites Knowledge does not protect against illusory truth,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Knowledge does not protect against illusory truth,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.228001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.434929Z digest=sha256:1e76e9ef192abfcb73be12a33bec7d3db23045869bed5cf40dd8c0882865e0ae

Observation 201168d5-3bea-4073-a2bb-59be61818242 · outbound

This paper cites Repetition increases perceived truth equally for plausible and implausible statements,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Repetition increases perceived truth equally for plausible and implausible statements,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.214617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.439747Z digest=sha256:a734666551870f4112f84a247d680771e179293c5efa79cd425b7c62cbceec4e

Observation 0837a5b0-c1cd-47e3-8725-98d6c09cc8e2 · outbound

This paper cites Computational Agent-based Models in Opinion Dynamics: A Survey on Social Simulations and Empirical Studies.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Computational Agent-based Models in Opinion Dynamics: A Survey on Social Simulations and Empirical Studies

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.464057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.464057Z digest=sha256:9b557a28ec5f765bbdcdfe3dd55e55bdfc2f7b732f8040411e68e420b0e06956

Observation 41da8eda-286c-4864-8893-5b65f344f7b5 · outbound

This paper cites The effects of repetition frequency on the illusory truth effect,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The effects of repetition frequency on the illusory truth effect,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.190951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.453285Z digest=sha256:68c795189bfa92265ae1282c4eb44385825f14a0278ae6dce357e16b1c15a9d0

Observation 92ba7ac4-42fc-4d0d-8fba-40e3aa4bb4f5 · outbound

This paper cites The illusory truth effect: A review of how repetition increases belief in misinformation,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The illusory truth effect: A review of how repetition increases belief in misinformation,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.169964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.459589Z digest=sha256:ebd784b331ba0b8545dd4e27a90438f8c84c49bdc1522dac07a2813ef2243c1c

Observation 9ff26034-abe4-4852-b9a9-2e02ef826667 · outbound

This paper cites Heuristic versus systematic information processing and the use of source versus message cues in persuasion,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Heuristic versus systematic information processing and the use of source versus message cues in persuasion,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.125307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.489098Z digest=sha256:2d843c8eb8247a05ef96ce964d054a601fc3cc40f96c59342b0364c699b0cab9

Observation ccf846f5-2de6-44e4-995c-ffcbb6de85ab · outbound

This paper cites Measurement schmeasurement: Questionable measurement prac- tices and how to avoid them,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Measurement schmeasurement: Questionable measurement prac- tices and how to avoid them,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.156822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.476815Z digest=sha256:8b9d275effe676bcfbf49ea4b6bf6c2c7b42776f8629e6e3559ca6da74c5e5d3

Observation dff30abe-4b2a-4800-a8da-7bc8944371fe · outbound

This paper cites The elaboration likelihood model of persuasion,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The elaboration likelihood model of persuasion,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.142886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.481488Z digest=sha256:6d158af5f53995ab988ab140ad2cddfc8db86dc5dc4194ec4956c254b08f55a3

Observation a0e52f2b-f424-4e7f-ac68-c3de134f28b4 · outbound

This paper cites Datasheets for datasets,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Datasheets for datasets,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.087654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.511366Z digest=sha256:a9dd3b7dfd4ab405b3fa539e5199929daf1ff3aca7d159b74a65128143312468

Observation 5dbc2774-75c9-4f63-8b94-ac977a1fe10c · outbound

This paper cites Heuristic processing can bias systematic processing: Effects of source credibility, argument ambiguity, and task importance on attitude judgment,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Heuristic processing can bias systematic processing: Effects of source credibility, argument ambiguity, and task importance on attitude judgment,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.112992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.493350Z digest=sha256:fc2f0f9f96369759893397befc4fa58ddc86dfbd3a55ca65cf43749a014a27de

Observation 4f1a0968-f004-43b0-a314-e86ae075cdfd · outbound

This paper cites Bayesian methods for media mix modeling with carryover and shape effects,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Bayesian methods for media mix modeling with carryover and shape effects,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.101471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.501418Z digest=sha256:12a2469d2e14e0cd0414ee25075eaaeaffd15b8d90b498f6d2fa82ad33307116

Observation 2b92e5a4-eb1e-4aae-bb8b-18b2d524f89f · outbound

This paper cites Answering the call for a standard reliability measure for coding data,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Answering the call for a standard reliability measure for coding data,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.039277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.533758Z digest=sha256:8ba5cb10ea4705adae0654c09a6e6d1d97d074fa7be7265db713f1e8c37ce0ba

Observation 4348f34b-633e-4129-a1b2-76710d4cc588 · outbound

This paper cites Model cards for model reporting,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Model cards for model reporting,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.072439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.524568Z digest=sha256:574827d5a8c4b8bfd485e9baef98ea6b66225a152b6788ca1084df9a62d796d7

Observation b68a7329-a1a0-4f55-a996-e734ee0f8511 · outbound

This paper cites Closing the AI accountability gap: Defining an end-to-end frame- work for internal algorithmic auditing,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Closing the AI accountability gap: Defining an end-to-end frame- work for internal algorithmic auditing,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.057901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.528981Z digest=sha256:dedbc0abeb1653d972fef6a908021e38824567517f4b73dc20a0583fc303c834

Observation 34d52e8f-baca-484b-aa64-02ec85c507b5 · outbound

This paper cites Social influence and opinions,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Social influence and opinions,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.001618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.548359Z digest=sha256:6901cb658c78830b9812756e68daedad60a3742af3672b1d9b6160d4777dc2ad

Observation cd366e1c-67bd-4a35-985a-f309f4225401 · outbound

This paper cites What will it take to fix benchmarking in natural language understanding?.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale What will it take to fix benchmarking in natural language understanding?

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.025292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.539488Z digest=sha256:f38919b180586c2fc495cfd5b51c202888c4e7cff6f7dadf6894944121346772

Observation 7255a51b-de80-4eec-bf4f-19a478b9f9d3 · outbound

This paper cites Reaching a consensus,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Reaching a consensus,

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.544076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.544076Z digest=sha256:339b5632e44ebe43c908e42b683a36747502452478d71f02505e240b595c3598

Observation 0daf144a-914d-4e50-9298-3e188b385402 · outbound

This paper cites Poisoning retrieval corpora by injecting ad- versarial passages,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Poisoning retrieval corpora by injecting ad- versarial passages,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:58.948062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.561644Z digest=sha256:8134eefe794258c0b8f7d6c3ef68250310a24ea7e1e072c75826c079ab536b06

Observation 16922330-d31c-4e09-92de-d0b49ca5c6d7 · outbound

This paper cites Lazy, not biased: Susceptibility to partisan fake news is better explained by lack of reasoning than by motivated reasoning,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Lazy, not biased: Susceptibility to partisan fake news is better explained by lack of reasoning than by motivated reasoning,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:58.984354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.552749Z digest=sha256:4c5811f0f7f60b3c2e1e4750ecbf3e67aa6ed33ad2306d718fd9262a26d0d3c7

Observation 66c5d7bb-0ef1-4e70-b044-5f81bf7e73ff · outbound

This paper cites The agenda-setting function of mass media,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The agenda-setting function of mass media,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:58.967148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.557143Z digest=sha256:9051a0687754b214c5f05e1445cbcc34a56b962ea26ba951fc02d01da0206e5b

Observation 65d31c1b-92ab-470e-a280-8beea4bc2fa2 · outbound

This paper cites Poisoning web-scale training datasets is practical,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Poisoning web-scale training datasets is practical,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:58.930059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:16:58.567582Z digest=sha256:3bbf3c8129bcc651bb42be553f2d54670d8f271da6de81e31af7297fbc55b79f

Observation 1a477127-701a-4345-9d0d-01fa7edd39f4 · outbound

This paper cites Detection and Characterization of Coordinated Online Behavior: A Survey.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Detection and Characterization of Coordinated Online Behavior: A Survey

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.130224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.130224Z digest=sha256:d1e28e590934e7245252a97f556863972dbfc90b504b9afabbb94bc7f29e538d

Pith citing papers

No inbound Pith citation observations are available.